{"id":"W2332293522","doi":"10.1108/sef-11-2014-0224","title":"The impact of capital shocks on M&amp;A transactions","year":2016,"lang":"en","type":"article","venue":"Studies in Economics and Finance","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Shareholder; Endogeneity; Agency cost; Finance; Shock (circulatory); Monetary economics; Cash flow; Business; Economics; Propensity score matching; Initial public offering; Investment (military); Corporate governance; Econometrics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001035949,0.0000869549,0.0001466281,0.00003032232,0.0001102614,0.00001614966,0.00008271645,0.00001966568,0.00000322747],"category_scores_gemma":[0.00002367327,0.00004857412,0.00005058588,0.00006533437,0.0001602256,0.0002396235,0.00002047363,0.00003690836,0.00001476258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000395572,"about_ca_system_score_gemma":0.00001136618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001800862,"about_ca_topic_score_gemma":0.001054841,"domain_scores_codex":[0.9995458,0.000001509719,0.0001638428,0.00013485,0.00001995885,0.000134027],"domain_scores_gemma":[0.999613,0.00006725718,0.0001543688,0.000133378,0.00003022786,0.00000177324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000533235,0.0002032695,0.254719,0.00006738058,0.0002246478,0.000006072152,0.0006251582,0.00554465,0.00007917274,0.2125404,0.00560903,0.519848],"study_design_scores_gemma":[0.001331885,0.00006860953,0.8272184,0.0001793175,0.00001241915,0.000001514779,0.0002088155,0.000465054,0.00002860275,0.03669697,0.1334818,0.000306605],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970186,0.0007437831,0.00007954919,0.0006307581,0.0002117646,0.0000683019,0.00001791407,0.000004085346,0.001225269],"genre_scores_gemma":[0.9718089,0.0274891,0.000008500014,0.00005311666,0.00009569768,0.00001333785,2.302403e-7,0.000005852544,0.0005253234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5724994,"threshold_uncertainty_score":0.1980795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03057493232394283,"score_gpt":0.2518156716177073,"score_spread":0.2212407392937645,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}